Telematics & 3D Asset Detection

Broad Category: Image

Role: Delivery Head / Principal Data Scientist

Duration: Jan 2018 – Jan 2021

Overview

Delivered advanced image and 3D analytics solutions for satellite imagery, mobile mapping, and LiDAR data across automotive, utilities, and infrastructure domains.

Key Contributions

• Built road marking, building footprint, land-cover and land-use extraction pipelines.
• Developed POI detection and privacy-preserving blurring for faces and number plates.
• Implemented 3D asset detection from LiDAR using PointNet/Open3D for vegetation and wear management.
• Delivered solutions for aerospace, manufacturing, utilities, heavy equipment, and telecom clients.

Technology

Python, TensorFlow, Open3D, PointNet, Azure, DataBricks.

Outcome

Created scalable vision systems for mapping and asset intelligence, enabling automation and data-driven decision-making.